EDA for Twitch data-set

These data comes from the website : Twitchtracker

Let’s first load the dataset :

#>  Avg_concur_viewers Avg_concur_channels Hours_watched       
#>  Min.   :  77764    Min.   :  1985      Min.   :  55900000  
#>  1st Qu.: 387919    1st Qu.:  9990      1st Qu.: 279500000  
#>  Median : 645791    Median : 20390      Median : 480000000  
#>  Mean   : 813687    Mean   : 29524      Mean   : 592429293  
#>  3rd Qu.:1148219    3rd Qu.: 44756      3rd Qu.: 854500000  
#>  Max.   :2490726    Max.   :104264      Max.   :1792000000  
#>                                                             
#>  Active_streamers  Hours_streamed     Viewers_per_streamer
#>  Min.   :1533653   Min.   : 1426223   Min.   :2208134307  
#>  1st Qu.:1908085   1st Qu.: 7227949   1st Qu.:2637873098  
#>  Median :2973666   Median :14914800   Median :3097869315  
#>  Mean   :3327460   Mean   :21512280   Mean   :3246011118  
#>  3rd Qu.:3843472   3rd Qu.:32793120   3rd Qu.:3825273588  
#>  Max.   :7844426   Max.   :74670816   Max.   :4980104765  
#>  NA's   :40
Twitch statistics
Date Avg_concur_viewers Avg_concur_channels Hours_watched Active_streamers Hours_streamed Viewers_per_streamer
2020-11-20 2490726 104264 1734000000 NA 72567744 2389491397
2020-10-20 2385206 95074 1774000000 7844426 70719210 2508512185
2020-09-20 2202200 91861 1586000000 7461252 66139920 2397946656
2020-08-20 2178080 96309 1620000000 7709990 71653896 2260867992
2020-07-20 2115411 95809 1574000000 7463817 71281896 2208134307
2020-06-20 2262771 93932 1629000000 7158730 67631040 2408657327
2020-05-20 2359765 100364 1756000000 7398081 74670816 2351655029
2020-04-20 2488881 93750 1792000000 7213644 67500000 2654814815
2020-03-20 1638049 66011 1219000000 5080031 49112184 2482072473
2020-02-20 1410516 53816 982000000 3753539 37455936 2621747325
2020-01-20 1357375 52821 1010000000 3935308 39298824 2570051460
2019-12-20 1184935 45633 882000000 3353608 33950952 2597865297
2019-11-20 1222247 45644 880000000 3198707 32863680 2677728118
2019-10-20 1212368 45179 902000000 2973666 33613176 2683471505
2019-09-20 1219579 46184 878000000 2942889 33252480 2640404565
2019-08-20 1342856 48447 999000000 3188759 36044568 2771568798
2019-07-20 1232595 48055 917000000 3355426 35752920 2564825474
2019-06-20 1304579 47898 939000000 3396947 34486560 2722799839
2019-05-20 1262560 48294 939000000 3933404 35930736 2613361441
2019-04-20 1234112 51261 889000000 4184467 36907920 2408697103
2019-03-20 1274016 54953 948000000 4389867 40885032 2318696974
2019-02-20 1311897 56295 882000000 4205001 37830240 2331468159
2019-01-20 1275970 55790 949000000 4537807 41507760 2286319474
2018-12-20 1136970 48134 846000000 4122463 35811696 2362356700
2018-11-20 1202989 45448 866000000 3743470 32722560 2646492206
2018-10-20 1146076 43505 853000000 3646616 32367720 2635341630
2018-09-20 1132031 44195 815000000 3670836 31820400 2561250016
2018-08-20 1150362 44333 856000000 3712170 32983752 2595217185
2018-07-20 1069217 41605 795000000 2957895 30954120 2568317239
2018-06-20 1095605 39701 789000000 3153852 28584720 2760215948
2018-05-20 1024179 38701 762000000 3062437 28793544 2646426574
2018-04-20 1013037 39451 729000000 3315212 28404720 2566474868
2018-03-20 969647 38946 721000000 3695563 28975824 2488281265
2018-02-20 915860 35502 615000000 2890347 23857344 2577822577
2018-01-20 967916 33546 720000000 2969173 24958224 2884820651
2017-12-20 780276 28613 581000000 2460341 21288072 2729227898
2017-11-20 800139 26766 576000000 2115552 19271520 2988866472
2017-10-20 786615 25697 585000000 2048513 19118568 3059852600
2017-09-20 732925 25014 528000000 1950271 18010080 2931691586
2017-08-20 717126 24683 534000000 2142869 18364152 2907839142
2017-07-20 761585 25775 567000000 2386623 19176600 2956728513
2017-06-20 709453 23385 511000000 1921765 16837200 3034946428
2017-05-20 681177 22334 507000000 1804282 16616496 3051184799
2017-04-20 743599 22055 535000000 1804061 15879600 3369102496
2017-03-20 693883 23070 516000000 1953138 17164080 3006278228
2017-02-20 744912 24189 501000000 1894405 16255008 3082127059
2017-01-20 811303 24140 604000000 1942933 17960160 3362998993
2016-12-20 658856 22266 490000000 1850334 16565904 2957882649
2016-11-20 624944 20715 450000000 NA 14914800 3017137340
2016-10-20 609294 19222 453000000 NA 14301168 3167573446
2016-09-20 534937 17848 385000000 NA 12850560 2995978385
2016-08-20 513664 16574 382000000 NA 12331056 3097869315
2016-07-20 599804 18007 446000000 NA 13397208 3329051844
2016-06-20 620227 18795 447000000 NA 13532400 3303183471
2016-05-20 604568 19369 450000000 NA 14410536 3122715213
2016-04-20 525828 16786 379000000 NA 12085920 3135880429
2016-03-20 658941 20238 490000000 NA 15057072 3254284764
2016-02-20 634183 20390 441000000 NA 14191440 3107507061
2016-01-20 645791 20045 480000000 NA 14913480 3218564681
2015-12-20 546688 17519 407000000 1872032 13034136 3122569843
2015-11-20 584254 17728 421000000 2113999 12764160 3298297734
2015-10-20 589846 15621 439000000 1678050 11622024 3777311078
2015-09-20 507415 16758 365000000 1793262 12065760 3025089178
2015-08-20 600036 17570 446000000 1816317 13072080 3411851825
2015-07-20 551280 16418 410000000 1677091 12214992 3356531056
2015-06-20 519908 15329 374000000 1591172 11036880 3388638818
2015-05-20 520005 15147 387000000 1599500 11269368 3434087874
2015-04-20 503592 14578 363000000 1538170 10496160 3458407646
2015-03-20 526885 14762 392000000 1567997 10982928 3569175724
2015-02-20 516474 15414 347000000 1644386 10358208 3350000309
2015-01-20 498183 14256 371000000 1533653 10606464 3497866961
2014-12-20 396091 11512 295000000 NA 8564928 3444278808
2014-11-20 392880 11206 283000000 NA 8068320 3507545561
2014-10-20 380596 9974 242000000 NA 6335152 3819955701
2014-09-20 383571 9752 276000000 NA 7021440 3930817610
2014-08-20 392267 10006 291000000 NA 7434458 3914205985
2014-07-20 364081 9183 271000000 NA 6832152 3966539386
2014-06-20 353086 8317 254000000 NA 5988240 4241646961
2014-05-20 330605 8209 246000000 NA 6107496 4027837268
2014-04-20 311146 7783 224000000 NA 5603760 3997316088
2014-03-20 310824 8104 186000000 NA 4855647 3830591474
2014-02-20 302944 7166 204000000 NA 4815552 4236274471
2014-01-20 290265 6901 216000000 NA 5128593 4211681449
2013-12-20 252400 6573 188000000 NA 4890312 3844335494
2013-11-20 260900 6038 188000000 NA 4347360 4324463582
2013-10-20 213960 5501 159000000 NA 4092744 3884924149
2013-09-20 215156 5224 155000000 NA 3761280 4120937553
2013-08-20 225496 5515 168000000 NA 4103160 4094405288
2013-07-20 214278 5111 159000000 NA 3802584 4181367197
2013-06-20 219716 4603 105000000 NA 2189494 4795628579
2013-05-20 195712 4550 136000000 NA 3161492 4301766381
2013-04-20 191545 4432 138000000 NA 3191040 4324608905
2013-03-20 187833 4224 140000000 NA 3142656 4454830564
2013-02-20 165245 3512 111000000 NA 2360064 4703262284
2013-01-20 147967 3016 110000000 NA 2243904 4902170503
2012-12-20 120658 2457 89800000 NA 1828008 4912451149
2012-11-20 109818 2206 79100000 NA 1588320 4980104765
2012-10-20 99044 2047 73700000 NA 1522968 4839234968
2012-09-20 77764 1985 55900000 NA 1426223 3919443173 
#>                      missing  %
#> Active_streamers          40 40
#> Date                       0  0
#> Avg_concur_viewers         0  0
#> Avg_concur_channels        0  0
#> Hours_watched              0  0
#> Hours_streamed             0  0
#> Viewers_per_streamer       0  0

 

We can see that these data consist of 99 observations of 7 attributes.

Here is a description of each attribute :

Here the graph for each variable :

Average concurent viewers for each month :
Average concurent channels for each month:
Total number of hours watched per month :
Total number of active channels
Total number of hours streamed per month
Average number of viewers per streamer per month